Publikationen von Koutsouleris, Nikolaos

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Anzahl der Publikationen: 106

Zeitschriftenartikel

Kalman, Janos L.; Burkhardt, Gerrit; Adorjan, Kristina; Barton, Barbara B.; De Jonge, Sylvia; Eser-Valeri, Daniela; Falter-Wagner, Christine M.; Heilbronner, Urs; Jobst, Andrea; Keeser, Daniel; Koenig, Christian; Koller, Gabi; Koutsouleris, Nikolaos; Kurz, Carolin; Landgraf, Dominic; Merz, Katharina; Musil, Richard; Nelson, Afton M.; Padberg, Frank; Papiol, Sergi; Pogarell, Oliver; Perneczky, Robert; Raabe, Florian; Reinhard, Matthias A.; Richter, Almut; Rüther, Tobias; Simon, Maria Susanne; Schmitt, Andrea; Slapakova, Lenka; Scheel, Nanja; Schüle, Cornelius; Wagner, Elias; Wichert, Sven P.; Zill, Peter; Falkai, Peter; Schulze, Thomas G. und Schulte, Eva Christina (22. Juli 2022): Biobanking in everyday clinical practice in psychiatry—The Munich Mental Health Biobank. In: Frontiers in Psychiatry, Bd. 13 [PDF, 2MB]

Dwyer, Dominic und Koutsouleris, Nikolaos (2022): Annual Research Review: Translational machine learning for child and adolescent psychiatry. In: Journal of Child Psychology and Psychiatry, Bd. 63, Nr. 4: S. 421-443 [PDF, 660kB]

Squarcina, Letizia; Kambeitz-Ilankovic, Lana; Bonivento, Carolina; Prunas, Cecilia; Oldani, Lucio; Wenzel, Julian; Ruef, Anne; Dwyer, Dominic; Ferro, Adele; Borgwardt, Stefan; Kambeitz, Joseph; Lichtenstein, Theresa Katharina; Meisenzahl, Eva; Pantelis, Christos; Rosen, Marlene; Upthegrove, Rachel; Antonucci, Linda A.; Bertolino, Alessandro; Lencer, Rebekka; Ruhrmann, Stephan; Salokangas, Raimo R. K.; Schultze-Lutter, Frauke; Chisholm, Katharine; Stainton, Alexandra; Wood, Stephen J.; Koutsouleris, Nikolaos und Brambilla, Paolo (2022): Relationships between global functioning and neuropsychological predictors in subjects at high risk of psychosis or with a recent onset of depression. In: World Journal of Biological Psychiatry, Bd. 23, Nr. 8: S. 573-581

Lalousis, Paris Alexandros; Schmaal, Lianne; Wood, Stephen J.; Reniers, Renate L. E. P.; Barnes, Nicholas M.; Chisholm, Katharine; Griffiths, Sian Lowri; Stainton, Alexandra; Wen, Junhao; Hwang, Gyujoon; Davatzikos, Christos; Wenzel, Julian; Kambeitz-Ilankovic, Lana; Andreou, Christina; Bonivento, Carolina; Dannlowski, Udo; Ferro, Adele; Lichtenstein, Theresa; Riecher-Rossler, Anita; Romer, Georg; Upthegrove, Rachel; Lencer, Rebekka; Pantelis, Christos; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Schultze-Lutter, Frauke; Schmidt, Andre; Meisenzahl, Eva; Koutsouleris, Nikolaos; Dwyer, Dominic; Rosen, Marlene; Bertolino, Alessandro; Borgwardt, Stefan; Brambilla, Paolo und Kambeitz, Joseph (2022): Neurobiologically Based Stratification of Recent- Onset Depression and Psychosis: Identification of Two Distinct Transdiagnostic Phenotypes. In: Biological Psychiatry, Bd. 92, Nr. 7: S. 552-562

Dwyer, Dominic B.; Buciuman, Madalina-Octavia; Ruef, Anne; Kambeitz, Joseph; Sen Dong, Mark; Stinson, Caedyn; Kambeitz-Ilankovic, Lana; Degenhardt, Franziska; Sanfelici, Rachele; Antonucci, Linda A.; Lalousis, Paris Alexandros; Wenzel, Julian; Urquijo-Castro, Maria Fernanda; Popovic, David; Oeztuerk, Oemer Faruk; Haas, Shalaila S.; Weiske, Johanna; Hauke, Daniel; Neufang, Susanne; Schmidt-Kraepelin, Christian; Ruhrmann, Stephan; Penzel, Nora; Lichtenstein, Theresa; Rosen, Marlene; Chisholm, Katharine; Riecher-Roessler, Anita; Egloff, Laura; Schmidt, Andre; Andreou, Christina; Hietala, Jarmo; Schirmer, Timo; Romer, Georg; Michel, Chantal; Rossler, Wulf; Maj, Carlo; Borisov, Oleg; Krawitz, Peter M.; Falkai, Peter; Pantelis, Christos; Lencer, Rebekka; Bertolino, Alessandro; Borgwardt, Stefan; Noethen, Markus; Brambilla, Paolo; Schultze-Lutter, Frauke; Meisenzahl, Eva; Wood, Stephen J.; Davatzikos, Christos; Upthegrove, Rachel; Salokangas, Raimo K. R. und Koutsouleris, Nikolaos (2022): Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages. In: JAMA Psychiatry, Bd. 79, Nr. 7: S. 677-689

Koutsouleris, Nikolaos; Pantelis, Christos; Velakoulis, Dennis; McGuire, Philip; Dwyer, Dominic B.; Urquijo-Castro, Maria-Fernanda; Paul, Riya; Sen, Dong; Popovic, David; Oeztuerk, Oemer; Kambeitz, Joseph; Salokangas, Raimo K. R.; Hietala, Jarmo; Bertolino, Alessandro; Brambilla, Paolo; Upthegrove, Rachel; Wood, Stephen J.; Lencer, Rebekka; Borgwardt, Stefan; Maj, Carlo; Nothen, Markus; Degenhardt, Franziska; Polyakova, Maryna; Mueller, Karsten; Villringer, Arno; Danek, Adrian; Fassbender, Klaus; Fliessbach, Klaus; Jahn, Holger; Kornhuber, Johannes; Landwehrmeyer, Bernhard; Anderl-Straub, Sarah; Prudlo, Johannes; Synofzik, Matthis; Wiltfang, Jens; Riedl, Lina; Diehl-Schmid, Janine; Otto, Markus; Meisenzahl, Eva; Falkai, Peter und Schroeter, Matthias L. (2022): Exploring Links Between Psychosis and Frontotemporal Dementia Using Multimodal Machine Learning Dementia Praecox Revisited. In: JAMA Psychiatry, Bd. 79, Nr. 9: S. 907-919

Bashyam, Vishnu M.; Doshi, Jimit; Erus, Guray; Srinivasan, Dhivya; Abdulkadir, Ahmed; Singh, Ashish; Habes, Mohamad; Fan, Yong; Masters, Colin L.; Maruff, Paul; Zhuo, Chuanjun; Voelzke, Henry; Johnson, Sterling C.; Fripp, Jürgen; Koutsouleris, Nikolaos; Satterthwaite, Theodore D.; Wolf, Daniel H.; Gur, Raquel E.; Gur, Ruben C.; Morris, John C.; Albert, Marilyn S.; Grabe, Hans J.; Resnick, Susan M.; Bryan, Nick R.; Wittfeld, Katharina; Bulow, Robin; Wolk, David A.; Shou, Haochang; Nasrallah, Ilya M. und Davatzikos, Christos (2022): Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors. In: Journal of Magnetic Resonance Imaging, Bd. 55, Nr. 3: S. 908-916

Fusar-Poli, Paolo; Manchia, Mirko; Koutsouleris, Nikolaos; Leslie, David; Woopen, Christiane; Calkins, Monica E.; Dunn, Michael; Le Tourneau, Christophe; Mannikko, Miia; Mollema, Tineke; Oliver, Dominic; Rietschel, Marcella; Reininghaus, Eva Z.; Squassina, Alessio; Valmaggia, Lucia; Kessing, Lars Vedel; Vieta, Eduard; Correll, Christoph U.; Arango, Celso und Andreassen, Ole A. (2022): Ethical considerations for precision psychiatry: A roadmap for research and clinical practice. In: European Neuropsychopharmacology, Bd. 63: S. 17-34

Haas, Shalaila S.; Doucet, Gaelle E.; Antoniades, Mathilde; Modabbernia, Amirhossein; Corcoran, Cheryl M.; Kahn, Rene S.; Kambeitz, Joseph; Kambeitz-Ilankovic, Lana; Borgwardt, Stefan; Brambilla, Paolo; Upthegrove, Rachel; Wood, Stephen J.; Salokangas, Raimo K. R.; Hietala, Jarmo; Meisenzahl, Eva; Koutsouleris, Nikolaos und Frangou, Sophia (2022): Evidence of discontinuity between psychosis-risk and non-clinical samples in the neuroanatomical correlates of social function. In: Schizophrenia Research - Cognition, Bd. 29, 100252

Hauser, Tobias U.; Skvortsova, Vasilisa; De Choudhury, Munmun und Koutsouleris, Nikolaos (2022): The Digital Mind: New Concepts in Mental Health 1 The promise of a model-based psychiatry: building computational models of mental ill health. In: Lancet Digital Health, Bd. 4, Nr. 11, e816-e828

Koutsouleris, Nikolaos; Hauser, Tobias U.; Skvortsova, Vasilisa und De Choudhury, Munmun (2022): From promise to practice: towards the realisation of AI-informed mental health care. In: Lancet Digital Health, Bd. 4, Nr. 11, e829-e840

Moore, Tyler M.; Calkins, Monica E.; Rosen, Adon F. G.; Butler, Ellyn R.; Ruparel, Kosha; Fusar-Poli, Paolo; Koutsouleris, Nikolaos; McGuire, Philip; Cannon, Tyrone D.; Gur, Ruben C. und Gur, Raquel E. (2022): Development of a probability calculator for psychosis risk in children, adolescents, and young adults. In: Psychological Medicine, Bd. 52, Nr. 14, PII S0033291720005231: S. 3159-3167

Schwarzer, Johanna M.; Meyhoefer, Inga; Antonucci, Linda A.; Kambeitz-Ilankovic, Lana; Surmann, Marian; Bienek, Olga; Romer, Georg; Dannlowski, Udo; Hahn, Tim; Korda, Alexandra; Dwyer, Dominic B.; Ruef, Anne; Haas, Shalaila S.; Rosen, Marlene; Lichtenstein, Theresa; Ruhrmann, Stephan; Kambeitz, Joseph; Salokangas, Raimo K. R.; Pantelis, Christos; Schultze-Lutter, Frauke; Meisenzahl, Eva; Brambilla, Paolo; Bertolino, Alessandro; Borgwardt, Stefan; Upthegrove, Rachel; Koutsouleris, Nikolaos und Lencer, Rebekka (2022): The impact of visual dysfunctions in recent-onset psychosis and clinical high-risk state for psychosis. In: Neuropsychopharmacology, Bd. 47, Nr. 12: S. 2051-2060

Korda, Alexandra I.; Andreou, Christina; Rogg, Helena Victoria; Avram, Mihai; Ruef, Anne; Davatzikos, Christos; Koutsouleris, Nikolaos und Borgwardt, Stefan (2022): Identification of texture MRI brain abnormalities on first-episode psychosis and clinical high-risk subjects using explainable artificial intelligence. In: Translational Psychiatry, Bd. 12, Nr. 1, 481

Chand, Ganesh B.; Singhal, Pankhuri; Dwyer, Dominic B.; Wen, Junhao; Erus, Guray; Doshi, Jimit; Srinivasan, Dhivya; Mamourian, Elizabeth; Varol, Erdem; Sotiras, Aristeidis; Hwang, Gyujoon; Dazzan, Paola; Kahn, Rene S.; Schnack, Hugo G.; Zanetti, Marcus V.; Meisenzahl, Eva; Busatto, Geraldo F.; Crespo-Facorro, Benedicto; Pantelis, Christos; Wood, Stephen J.; Zhuo, Chuanjun; Shinohara, Russell T.; Shou, Haochang; Fan, Yong; Koutsouleris, Nikolaos; Kaczkurkin, Antonia N.; Moore, Tyler M.; Verma, Anurag; Calkins, Monica E.; Gur, Raquel E.; Gur, Ruben C.; Ritchie, Marylyn D.; Satterthwaite, Theodore D.; Wolf, Daniel H. und Davatzikos, Christos (2022): Schizophrenia Imaging Signatures and Their Associations With Cognition, Psychopathology, and Genetics in the General Population. In: American Journal of Psychiatry, Bd. 179, Nr. 9: S. 650-660

Rost, Nicolas; Bruckl, Tanja M.; Koutsouleris, Nikolaos; Binder, Elisabeth B. und Mueller-Myhsok, Bertram (2022): Creating sparser prediction models of treatment outcome in depression: a proof-of-concept study using simultaneous feature selection and hyperparameter tuning. In: BMC Medical Informatics and Decision Making, Bd. 22, Nr. 1, 181

Antonucci, Linda A.; Penzel, Nora; Sanfelici, Rachele; Pigoni, Alessandro; Kambeitz-Ilankovic, Lana; Dwyer, Dominic; Ruef, Anne; Sen Dong, Mark; Öztürk, Ömer Faruk; Chisholm, Katharine; Haidl, Theresa; Rosen, Marlene; Ferro, Adele; Pergola, Giulio; Andriola, Ileana; Blasi, Giuseppe; Ruhrmann, Stephan; Schultze-Lutter, Frauke; Falkai, Peter; Kambeitz, Joseph; Lencer, Rebekka; Dannlowski, Udo; Upthegrove, Rachel; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Brambilla, Paolo; Borgwardt, Stefan; Bertolino, Alessandro und Koutsouleris, Nikolaos (2022): Using combined environmental-clinical classification models to predict role functioning outcome in clinical high-risk states for psychosis and recent-onset depression. In: British Journal of Psychiatry, Bd. 220, Nr. 4: S. 229-245

Kambeitz-Ilankovic, Lana; Koutsouleris, Nikolaos und Upthegrove, Rachel (2022): The potential of precision psychiatry: What is in reach? In: British Journal of Psychiatry, Bd. 220, Nr. 4: S. 175-178

Falkai, Peter; Koutsouleris, Nikolaos; Bertsch, Katja; Bialas, Mirko; Binder, Elisabeth; Buehner, Markus; Buyx, Alena; Cai, Na; Cappello, Silvia; Ehring, Thomas; Gensichen, Jochen; Hamann, Johannes; Hasan, Alkomiet; Henningsen, Peter; Leucht, Stefan; Moehrmann, Karl Heinz; Nagelstutz, Elisabeth; Padberg, Frank; Peters, Annette; Pfaeffel, Lea; Reich-Erkelenz, Daniela; Riedl, Valentin; Rueckert, Daniel; Schmitt, Andrea; Schulte-Koerne, Gerd; Scheuring, Elfriede; Schulze, Thomas G.; Starzengruber, Rudolf; Stier, Susanne; Theis, Fabian J.; Winkelmann, Juliane; Wurst, Wolfgang und Priller, Josef (2022): Concept of the Munich/Augsburg Consortium Precision in Mental Health for the German Center of Mental Health. In: Frontiers in Psychiatry, Bd. 13, 815718

Penzel, Nora; Sanfelici, Rachele; Antonucci, Linda A.; Betz, Linda T.; Dwyer, Dominic; Ruef, Anne; Cho, Kang Ik K.; Cumming, Paul; Pogarell, Oliver; Howes, Oliver; Falkai, Peter; Upthegrove, Rachel; Borgwardt, Stefan; Brambilla, Paolo; Lencer, Rebekka; Meisenzahl, Eva; Schultze-Lutter, Frauke; Rosen, Marlene; Lichtenstein, Theresa; Kambeitz-Ilankovic, Lana; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Pantelis, Christos; Wood, Stephen J.; Quednow, Boris B.; Pergola, Giulio; Bertolino, Alessandro; Koutsouleris, Nikolaos und Kambeitz, Joseph (2022): Pattern of predictive features of continued cannabis use in patients with recent-onset psychosis and clinical high-risk for psychosis. In: Schizophrenia, Bd. 8, Nr. 1, 19

Cao, Han; Zhang, Youcheng; Baumbach, Jan; Burton, Paul R.; Dwyer, Dominic; Koutsouleris, Nikolaos; Matschinske, Julian; Marcon, Yannick; Rajan, Sivanesan; Rieg, Thilo; Ryser-Welch, Patricia; Spaeth, Julian; Herrmann, Carl und Schwarz, Emanuel (2022): dsMTL: a computational framework for privacy-preserving, distributed multi-task machine learning. In: Bioinformatics, Bd. 38, Nr. 21: S. 4919-4926

Miranda, Lucas; Paul, Riya; Pütz, Benno; Koutsouleris, Nikolaos und Müller-Myhsok, Bertram (22. Oktober 2021): Systematic Review of Functional MRI Applications for Psychiatric Disease Subtyping. In: Frontiers in Psychiatry, Bd. 12, 665536 [PDF, 735kB]

Allenmark, Fredrik

; Shi, Zhuanghua; Pistorius, Rasmus L.; Theisinger, Laura A.; Koutsouleris, Nikolaos; Falkai, Peter

; Müller, Hermann J.

und Falter-Wagner, Christine M. (2021): Acquisition and Use of 'Priors' in Autism: Typical in Deciding Where to Look, Atypical in Deciding What Is There. In: Journal of autism and developmental disorders, Bd. 51: S. 3744-3758 [PDF, 1MB]

Öztürk, Ömer Faruk; Pigoni, Alessandro; Antonucci, Linda A. und Koutsouleris, Nikolaos (2021): Association between formal thought disorders, neurocognition and functioning in the early stages of psychosis: a systematic review of the last half-century studies. In: European archives of psychiatry and clinical neuroscience [PDF, 504kB]

Öztürk, Ömer Faruk; Pigoni, Alessandro; Wenzel, Julian; Haas, Shalaila S.; Popovic, David; Ruef, Anne; Dwyer, Dominic B.; Kambeitz-Ilankovic, Lana; Ruhrmann, Stephan; Chisholm, Katharine; Lalousis, Paris; Griffiths, Sian Lowri; Lichtenstein, Theresa; Rosen, Marlene; Kambeitz, Joseph; Schultze-Lutter, Frauke; Liddle, Peter; Upthegrove, Rachel; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Brambilla, Paolo; Borgwardt, Stefan; Falkai, Peter; Antonucci, Linda A. und Koutsouleris, Nikolaos (2021): The clinical relevance of formal thought disorder in the early stages of psychosis: results from the PRONIA study. In: European archives of psychiatry and clinical neuroscience [PDF, 1MB]

Koehler, Jana Christina; Georgescu, Alexandra Livia; Weiske, Johanna; Spangemacher, Moritz; Burghof, Lana; Falkai, Peter; Koutsouleris, Nikolaos; Tschacher, Wolfgang; Vogeley, Kai und Falter-Wagner, Christine M. (2021): Brief Report: Specificity of Interpersonal Synchrony Deficits to Autism Spectrum Disorder and Its Potential for Digitally Assisted Diagnostics. In: Journal of autism and developmental disorders [PDF, 719kB]

Kalman, Janos L.; Olde Loohuis, Loes M.; Smoller, Jordan W.; Biernacka, Joanna M.; McMahon, Francis J.; Alda, Martin; Müller-Myhsok, Bertram; Koutsouleris, Nikolaos; Falkai, Peter; Freimer, Nelson B.; Andlauer, Till F. M.; Schulze, Thomas G. und Ophoff, Roel A. (2021): Characterisation of age and polarity at onset in bipolar disorder. In: British journal of psychiatry : the journal of mental science, Bd. 219, Nr. 6: S. 659-669 [PDF, 992kB]

Hauke, Daniel J.; Schmidt, Andre; Studerus, Erich; Andreou, Christina; Riecher-Roessler, Anita; Radua, Joaquim; Kambeitz, Joseph; Ruef, Anne; Dwyer, Dominic B.; Kambeitz-Ilankovic, Lana; Lichtenstein, Theresa; Sanfelici, Rachele; Penzel, Nora; Haas, Shalaila S.; Antonucci, Linda A.; Lalousis, Paris Alexandros; Chisholm, Katharine; Schultze-Lutter, Frauke; Ruhrmann, Stephan; Hietala, Jarmo; Brambilla, Paolo; Koutsouleris, Nikolaos; Meisenzahl, Eva; Pantelis, Christos; Rosen, Marlene; Salokangas, Raimo K. R.; Upthegrove, Rachel; Wood, Stephen J. und Borgwardt, Stefan (2021): Multimodal prognosis of negative symptom severity in individuals at increased risk of developing psychosis. In: Translational Psychiatry, Bd. 11, Nr. 1, 312

Kalman, Janos L.; Loohuis, Loes M. Olde; Vreeker, Annabel; McQuillin, Andrew; Stahl, Eli A.; Ruderfer, Douglas; Grigoroiu-Serbanescu, Maria; Panagiotaropoulou, Georgia; Ripke, Stephan; Bigdeli, Tim B.; Stein, Frederike; Meller, Tina; Meinert, Susanne; Pelin, Helena; Streit, Fabian; Papiol, Sergi; Adams, Mark J.; Adolfsson, Rolf; Adorjan, Kristina; Agartz, Ingrid; Aminoff, Sofie R.; Anderson-Schmidt, Heike; Andreassen, Ole A.; Ardau, Raffaella; Aubry, Jean-Michel; Balaban, Ceylan; Bass, Nicholas; Baune, Bernhard T.; Bellivier, Frank; Benabarre, Antoni; Bengesser, Susanne; Berrettini, Wade H.; Boks, Marco P.; Bromet, Evelyn J.; Brosch, Katharina; Budde, Monika; Byerley, William; Cervantes, Pablo; Chillotti, Catina; Cichon, Sven; Clark, Scott R.; Comes, Ashley L.; Corvin, Aiden; Coryell, William; Craddock, Nick; Craig, David W.; Croarkin, Paul E.; Cruceanu, Cristiana; Czerski, Piotr M.; Dalkner, Nina; Dannlowski, Udo; Degenhardt, Franziska; Del Zompo, Maria; DePaulo, J. Raymond; Djurovic, Srdjan; Edenberg, Howard J.; Al Eissa, Mariam; Elvsashagen, Torbjorn; Etain, Bruno; Fanous, Ayman H.; Fellendorf, Frederike; Fiorentino, Alessia; Forstner, Andreas J.; Frye, Mark A.; Fullerton, Janice M.; Gade, Katrin; Garnham, Julie; Gershon, Elliot; Gill, Michael; Goes, Fernando S.; Gordon-Smith, Katherine; Grof, Paul; Guzman-Parra, Jose; Hahn, Tim; Hasler, Roland; Heilbronner, Maria; Heilbronner, Urs; Jamain, Stephane; Jimenez, Esther; Jones, Ian; Jones, Lisa; Jonsson, Lina; Kahn, Rene S.; Kelsoe, John R.; Kennedy, James L.; Kircher, Tilo; Kirov, George; Kittel-Schneider, Sarah; Klohn-Saghatolislam, Farah; Knowles, James A.; Kranz, Thorsten M.; Lagerberg, Trine Vik; Landen, Mikael; Lawson, William B.; Leboyer, Marion; Li, Qingqin S.; Maj, Mario; Malaspina, Dolores; Manchia, Mirko; Mayoral, Fermin; McElroy, Susan L.; McInnis, Melvin G.; McIntosh, Andrew M.; Medeiros, Helena; Melle, Ingrid; Milanova, Vihra; Mitchell, Philip B.; Monteleone, Palmiero; Monteleone, Alessio Maria; Nothen, Markus M.; Novak, Tomas; Nurnberger, John I.; O'Brien, Niamh; O'Connell, Kevin S.; O'Donovan, Claire; O'Donovan, Michael C.; Opel, Nils; Ortiz, Abigail; Owen, Michael J.; Palsson, Erik; Pato, Carlos; Pato, Michele T.; Pawlak, Joanna; Pfarr, Julia-Katharina; Pisanu, Claudia; Potash, James B.; Rapaport, Mark H.; Reich-Erkelenz, Daniela; Reif, Andreas; Reininghaus, Eva; Repple, Jonathan; Richard-Lepouriel, Helene; Rietschel, Marcella; Ringwald, Kai; Roberts, Gloria; Rouleau, Guy; Schaupp, Sabrina; Scheftner, William A.; Schmitt, Simon; Schofield, Peter R.; Schubert, K. Oliver; Schulte, Eva C.; Schweizer, Barbara; Senner, Fanny; Severino, Giovanni; Sharp, Sally; Slaney, Claire; Smeland, Olav B.; Sobell, Janet L.; Squassina, Alessio; Stopkova, Pavla; Strauss, John; Tortorella, Alfonso; Turecki, Gustavo; Twarowska-Hauser, Joanna; Veldic, Marin; Vieta, Eduard; Vincent, John B.; Xu, Wei; Zai, Clement C.; Zandi, Peter P.; Di Florio, Arianna; Smoller, Jordan W.; Biernacka, Joanna M.; McMahon, Francis J.; Alda, Martin; Müller-Myhsok, Bertram; Koutsouleris, Nikolaos; Falkai, Peter; Freimer, Nelson B.; Andlauer, Till F. M.; Schulze, Thomas G. und Ophoff, Roel A. (2021): Characterisation of age and polarity at onset in bipolar disorder. In: British Journal of Psychiatry, Bd. 219, Nr. 6, PII S0007125021001021: S. 659-669

Kambeitz-Ilankovic, Lana; Vinogradov, Sophia; Wenzel, Julian; Fisher, Melissa; Haas, Shalaila S.; Betz, Linda; Penzel, Nora; Nagarajan, Srikantan; Koutsouleris, Nikolaos und Subramaniam, Karuna (2021): Multivariate pattern analysis of brain structure predicts functional outcome after auditory-based cognitive training interventions. In: Npj Schizophrenia, Bd. 7, Nr. 1, 40

Klein, Pedro Costa; Ettinger, Ulrich; Schirner, Michael; Ritter, Petra; Rujescu, Dan; Falkai, Peter; Koutsouleris, Nikolaos; Kambeitz-Ilankovic, Lana und Kambeitz, Joseph (2021): Brain Network Simulations Indicate Effects of Neuregulin-1 Genotype on Excitation-Inhibition Balance in Cortical Dynamics. In: Cerebral Cortex, Bd. 31, Nr. 4: S. 2013-2025

Koutsouleris, Nikolaos; Worthington, Michelle; Dwyer, Dominic B.; Kambeitz-Ilankovic, Lana; Sanfelici, Rachele; Fusar-Poli, Paolo; Rosen, Marlene; Ruhrmann, Stephan; Anticevic, Alan; Addington, Jean; Perkins, Diana O.; Bearden, Carrie E.; Cornblatt, Barbara A.; Cadenhead, Kristin S.; Mathalon, Daniel H.; McGlashan, Thomas; Seidman, Larry; Tsuang, Ming; Walker, Elaine F.; Woods, Scott W.; Falkai, Peter; Lencer, Rebekka; Bertolino, Alessandro; Kambeitz, Joseph; Schultze-Lutter, Frauke; Meisenzahl, Eva; Salokangas, Raimo K. R.; Hietala, Jarmo; Brambilla, Paolo; Upthegrove, Rachel; Borgwardt, Stefan; Wood, Stephen; Gur, Raquel E.; McGuire, Philip und Cannon, Tyrone D. (2021): Toward Generalizable and Transdiagnostic Tools for Psychosis Prediction: An Independent Validation and Improvement of the NAPLS-2 Risk Calculator in the Multisite PRONIA Cohort. In: Biological Psychiatry, Bd. 90, Nr. 9: S. 632-642

Lalousis, Paris Alexandros; Wood, Stephen J.; Schmaal, Lianne; Chisholm, Katharine; Griffiths, Sian Lowri; Reniers, Renate L. E. P.; Bertolino, Alessandro; Borgwardt, Stefan; Brambilla, Paolo; Kambeitz, Joseph; Lencer, Rebekka; Pantelis, Christos; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Schultze-Lutter, Frauke; Bonivento, Carolina; Dwyer, Dominic; Ferro, Adele; Haidl, Theresa; Rosen, Marlene; Schmidt, Andre; Meisenzahl, Eva; Koutsouleris, Nikolaos und Upthegrove, Rachel (2021): Heterogeneity and Classification of Recent Onset Psychosis and Depression: A Multimodal Machine Learning Approach. In: Schizophrenia Bulletin, Bd. 47, Nr. 4: S. 1130-1140

Lieslehto, Johannes; Jaaskelainen, Erika; Kiviniemi, Vesa; Haapea, Marianne; Jones, Peter B.; Murray, Graham K.; Veijola, Juha; Dannlowski, Udo; Grotegerd, Dominik; Meinert, Susanne; Hahn, Tim; Ruef, Anne; Isohanni, Matti; Falkai, Peter; Miettunen, Jouko; Dwyer, Dominic B. und Koutsouleris, Nikolaos (2021): The progression of disorder-specific brain pattern expression in schizophrenia over 9 years. In: Npj Schizophrenia, Bd. 7, Nr. 1, 32

Oeztuerk, Oemer Faruk; Pigoni, Alessandro; Antonucci, Linda A. und Koutsouleris, Nikolaos (2021): Association between formal thought disorders, neurocognition and functioning in the early stages of psychosis: a systematic review of the last half-century studies. In: European Archives of Psychiatry and Clinical Neuroscience, Bd. 272, Nr. 3: S. 381-393

Oeztuerk, Oemer Faruk; Pigoni, Alessandro; Wenzel, Julian; Haas, Shalaila S.; Popovic, David; Ruef, Anne; Dwyer, Dominic B.; Kambeitz-Ilankovic, Lana; Ruhrmann, Stephan; Chisholm, Katharine; Lalousis, Paris; Griffiths, Sian Lowri; Lichtenstein, Theresa; Rosen, Marlene; Kambeitz, Joseph; Schultze-Lutter, Frauke; Liddle, Peter; Upthegrove, Rachel; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Brambilla, Paolo; Borgwardt, Stefan; Falkai, Peter; Antonucci, Linda A. und Koutsouleris, Nikolaos (2021): The clinical relevance of formal thought disorder in the early stages of psychosis: results from the PRONIA study. In: European Archives of Psychiatry and Clinical Neuroscience, Bd. 272, Nr. 3: S. 403-413

Padberg, Frank; Bulubas, Lucia; Mizutani-Tiebel, Yuki; Burkhardt, Gerrit; Kranz, Georg S.; Koutsouleris, Nikolaos; Kambeitz, Joseph; Hasan, Alkomiet; Takahashi, Shun; Keeser, Daniel; Goerigk, Stephan und Brunoni, Andre R. (2021): The intervention, the patient and the illness-Personalizing non-invasive brain stimulation in psychiatry. In: Experimental Neurology, Bd. 341, 113713

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Sanfelici, Rachele; Dwyer, Dominic B.; Antonucci, Linda A. und Koutsouleris, Nikolaos (2020): Individualized Diagnostic and Prognostic Models for Patients With Psychosis Risk Syndromes: A Meta View on the State of the Art. In: Biological Psychiatry, Bd. 88, Nr. 4: S. 349-360

Popovic, David; Ruef, Anne; Dwyer, Dominic B.; Antonucci, Linda A.; Eder, Julia; Sanfelici, Rachele; Kambeitz-Ilankovic, Lana; Oztuerk, Omer Faruk; Dong, Mark S.; Paul, Riya; Paolini, Marco; Hedderich, Dennis; Haidl, Theresa; Kambeitz, Joseph; Ruhrmann, Stephan; Chisholm, Katharine; Schultze-Lutter, Frauke; Falkai, Peter; Pergola, Giulio; Blasi, Giuseppe; Bertolino, Alessandro; Lencer, Rebekka; Dannlowski, Udo; Upthegrove, Rachel; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Brambilla, Paolo; Borgwardt, Stefan und Koutsouleris, Nikolaos (2020): Traces of Trauma: A Multivariate Pattern Analysis of Childhood Trauma, Brain Structure, and Clinical Phenotypes. In: Biological Psychiatry, Bd. 88, Nr. 11: S. 829-842

Burkhardt, Gerrit; Adorjan, Kristina; Kambeitz, Joseph; Kambeitz-Ilankovic, Lana; Falkai, Peter; Eyer, Florian; Koller, Gabi; Pogarell, Oliver; Koutsouleris, Nikolaos und Dwyer, Dominic B. (2020): A machine learning approach to risk assessment for alcohol withdrawal syndrome. In: European Neuropsychopharmacology, Bd. 35: S. 61-70

Haidl, Theresa Katharina; Schneider, Nicole; Dickmann, Kim; Ruhrmann, Stephan; Kaiser, Nathalie; Rosen, Marlene; Seves, Mauro; Lichtenstein, Thorsten; Upthegrove, Rachel; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Brambilla, Paolo; Borgwardt, Stefan; Rebekka, Lencer; Kambeitz, Joseph; Koutsouleris, Nikolaos; Schultze-Lutter, Frauke; Betz, Linda; Erkens, Anne; Gussmann, Eva; Haas, Shalaila; Hasan, Alkomiet; Hoff, Claudius; Khanya-ree, Ifrah; Melo, Aylin; Muckenhuber-Sternbauer, Susanna; Koehler, Janis; Oeztuerk, Oemer; Penzel, Nora; Popovic, David; Rangnick, Adrian; Saldern, Sebastian von; Sanfelici, Rachele; Spangemacher, Moritz; Tupac, Ana; Urquijo, Maria Fernanda; Weiske, Johanna; Wosgien, Antonia; Hedderich, Dennis; Blume, Karsten; Woopen, Christiane; Andreou, Christina; Egloff, Laura; Harrisberger, Fabienne; Lenz, Claudia; Leanza, Letizia; Mackin-tosh, Amatya; Smieskova, Renata; Studerus, Erich; Walter, Anna; Widmayer, Sonja; Day, Chris; Griffiths, Sian Lowri; Iqbal, Mariam; Pelton, Mirabel; Mallikarjun, Pavan; Stainton, Alexandra; Lin, Ashleigh; Denissoff, Alexander; Ellilae, Anu; From, Tiina; Heinimaa, Markus; Ilonen, Tuula; Jalo, Paivi; Lauri-kainen, Heikki; Luutonen, Antti; Makela, Akseli; Paju, Janina; Pesonen, Henri; Armio, Reetta-Liina; Toivonen, Anna; Turtonen, Otto; Solana, Ana Beatriz; Abraham, Manuela; Hehn, Nicolas; Schirmer, Timo; Altamura, Carlo; Belleri, Marika; Bottinelli, Francesca; Ferro, Adele; Re, Marta; Monzani, Emiliano; Percudani, Mauro; Sberna, Maurizio; D'Agostino, Armando; Del Fabro, Lorenzo; Perna, Giampaolo; Nobile, Maria; Alciati, Alessandra; Balestrieri, Matteo; Bonivento, Carolina; Cabras, Giuseppe; Fabbro, Franco; Garzitto, Marco und Piccin, Sara (2020): Validation of the Bullying Scale for Adults - Results of the PRONIA-study. In: Journal of Psychiatric Research, Bd. 129: S. 88-97

Pomponio, Raymond; Erus, Guray; Habes, Mohamad; Doshi, Jimit; Srinivasan, Dhivya; Mamourian, Elizabeth; Bashyam, Vishnu; Nasrallah, Ilya M.; Satterthwaite, Theodore D.; Fan, Yong; Launer, Lenore J.; Masters, Colin L.; Maruff, Paul; Zhuo, Chuanjun; Voelzke, Henry; Johnson, Sterling C.; Fripp, Jurgen; Koutsouleris, Nikolaos; Wolf, Daniel H.; Gur, Raquel; Gur, Ruben; Morris, John; Albert, Marilyn S.; Grabe, Hans J.; Resnick, Susan M.; Bryan, R. Nick; Wolk, David A.; Shinohara, Russell T.; Shou, Haochang und Davatzikos, Christos (2020): Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. In: Neuroimage, Bd. 208, 116450

Armio, Reetta-Liina; Laurikainen, Heikki; Ilonen, Tuula; Walta, Maija; Salokangas, Raimo K. R.; Koutsouleris, Nikolaos; Hietala, Jarmo und Tuominen, Lauri (2020): Amygdala subnucleus volumes in psychosis high-risk state and first-episode psychosis. In: Schizophrenia Research, Bd. 215: S. 284-292

Antonucci, Linda A.; Penzel, Nora; Pergola, Giulio; Kambeitz-Ilankovic, Lana; Dwyer, Dominic; Kambeitz, Joseph; Haas, Shalaila Siobhan; Passiatore, Roberta; Fazio, Leonardo; Caforio, Grazia; Falkai, Peter; Blasi, Giuseppe; Bertolino, Alessandro und Koutsouleris, Nikolaos (2020): Multivariate classification of schizophrenia and its familial risk based on load-dependent attentional control brain functional connectivity. In: Neuropsychopharmacology, Bd. 45, Nr. 4: S. 613-621

Haas, Shalaila S.; Antonucci, Linda A.; Wenzel, Julian; Ruef, Anne; Biagianti, Bruno; Paolini, Marco; Rauchmann, Boris-Stephan; Weiske, Johanna; Kambeitz, Joseph; Borgwardt, Stefan; Brambilla, Paolo; Meisenzahl, Eva; Salokangas, Raimo K. R.; Upthegrove, Rachel; Wood, Stephen J.; Koutsouleris, Nikolaos und Kambeitz-Ilankovic, Lana (2020): A multivariate neuromonitoring approach to neuroplasticity-based computerized cognitive training in recent onset psychosis. In: Neuropsychopharmacology, Bd. 46, Nr. 4: S. 828-835

Betz, Linda T.; Penzel, Nora; Kambeitz-Ilankovic, Lana; Rosen, Marlene; Chisholm, Katharine; Stainton, Alexandra; Haidl, Theresa K.; Wenzel, Julian; Bertolino, Alessandro; Borgwardt, Stefan; Brambilla, Paolo; Lencer, Rebekka; Meisenzahl, Eva; Ruhrmann, Stephan; Salokangas, Raimo K. R.; Schultze-Lutter, Frauke; Wood, Stephen J.; Upthegrove, Rachel; Koutsouleris, Nikolaos und Kambeitz, Joseph (2020): General psychopathology links burden of recent life events and psychotic symptoms in a network approach. In: Npj Schizophrenia, Bd. 6, Nr. 1, 40

Popovic, David; Schiltz, Kolja; Falkai, Peter und Koutsouleris, Nikolaos (2020): Präzisionspsychiatrie und der Beitrag von Brain Imaging und anderen Biomarkern. In: Fortschritte der Neurologie Psychiatrie, Bd. 88, Nr. 12: S. 778-785

Chand, Ganesh B.; Dwyer, Dominic B.; Erus, Guray; Sotiras, Aristeidis; Varol, Erdem; Srinivasan, Dhivya; Doshi, Jimit; Pomponio, Raymond; Pigoni, Alessandro; Dazzan, Paola; Kahn, Rene S.; Schnack, Hugo G.; Zanetti, Marcus V.; Meisenzahl, Eva; Busatto, Geraldo F.; Crespo-Facorro, Benedicto; Pantelis, Christos; Wood, Stephen J.; Zhuo, Chuanjun; Shinohara, Russell T.; Shou, Haochang; Fan, Yong; Gur, Ruben C.; Gur, Raquel E.; Satterthwaite, Theodore D.; Koutsouleris, Nikolaos; Wolf, Daniel H. und Davatzikos, Christos (2020): Two distinc neuroanatomica subtypes of schizophrenia revealed using machine learning. In: Brain, Bd. 143: S. 1027-1038

Bashyam, Vishnu M.; Erus, Guray; Doshi, Jimit; Habes, Mohamad; Nasralah, Ilya; Truelove-Hill, Monica; Srinivasan, Dhivya; Mamourian, Liz; Pomponio, Raymond; Fan, Yong; Launer, Lenore J.; Masters, Colin L.; Maruff, Paul; Zhuo, Chuanjun; Volzke, Henry; Johnson, Sterling C.; Fripp, Jurgen; Koutsouleris, Nikolaos; Satterthwaite, Theodore D.; Wolf, Daniel; Gur, Raquel E.; Gur, Ruben C.; Morris, John; Albert, Marilyn S.; Grabe, Hans J.; Resnick, Susan; Bryan, R. Nick; Wolk, David A.; Shou, Haochang und Davatzikos, Christos (2020): MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide. In: Brain, Bd. 143: S. 2312-2324

Avram, Mihai; Brandl, Felix; Knolle, Franziska; Cabello, Jorge; Leucht, Claudia; Scherr, Martin; Mustafa, Mona; Koutsouleris, Nikolaos; Leucht, Stefan; Ziegler, Sibylle und Sorg, Christian (2020): Aberrant striatal dopamine links topographically with cortico-thalamic dysconnectivity in schizophrenia. In: Brain, Bd. 143: S. 3495-3505

Baldinger-Melich, Pia; Castro, Maria F. Urquijo; Seiger, Rene; Ruef, Anne; Dwyer, Dominic B.; Kranz, Georg S.; Kloebl, Manfred; Kambeitz, Joseph; Kaufmann, Ulrike; Windischberger, Christian; Kasper, Siegfried; Falkai, Peter; Lanzenberger, Rupert und Koutsouleris, Nikolaos (2020): Sex Matters: A Multivariate Pattern Analysis of Sex- and Gender-Related Neuroanatomical Differences in Cis- and Transgender Individuals Using Structural Magnetic Resonance Imaging. In: Cerebral Cortex, Bd. 30, Nr. 3: S. 1345-1356

Truelove-Hill, Monica; Erus, Guray; Bashyam, Vishnu; Varol, Erdem; Sako, Chiharu; Gur, Ruben C.; Gur, Raquel E.; Koutsouleris, Nikolaos; Zhuo, Chuanjun; Fan, Yong; Wolf, Daniel H.; Satterthwaite, Theodore D. und Davatzikos, Christos (2020): A Multidimensional Neural Maturation Index Reveals Reproducible Developmental Patterns in Children and Adolescents. In: Journal of Neuroscience, Bd. 40, Nr. 6: S. 1265-1275

Fusar-Poli, Paolo; Salazar de Pablo, Gonzalo; Correll, Christoph U.; Meyer-Lindenberg, Andreas; Millan, Mark J.; Borgwardt, Stefan; Galderisi, Silvana; Bechdolf, Andreas; Pfennig, Andrea; Kessing, Lars Vedel; Amelsvoort, Therese van; Nieman, Dorien H.; Domschke, Katharina; Krebs, Marie-Odile; Koutsouleris, Nikolaos; McGuire, Philip; Do, Kim Q. und Arango, Celso (2020): Prevention of Psychosis Advances in Detection, Prognosis, and Intervention. In: Jama Psychiatry, Bd. 77, Nr. 7: S. 755-765

Georgescu, Alexandra Livia; Köhler, Jana Christina; Weiske, Johanna; Vogeley, Kai; Koutsouleris, Nikolaos und Falter-Wagner, Christine (29. November 2019): Machine Learning to Study Social Interaction Difficulties in ASD. In: Frontiers in Robotics and AI, Bd. 6, 132: S. 1-7 [PDF, 413kB]

Popovic, David; Schmitt, Andrea; Kaurani, Lalit; Senner, Fanny; Papiol, Sergi; Malchow, Berend; Fischer, Andre; Schulze, Thomas G.; Koutsouleris, Nikolaos und Falkai, Peter (21. März 2019): Childhood Trauma in Schizophrenia: Current Findings and Research Perspectives. In: Frontiers in Neuroscience, Bd. 13, 274 [PDF, 1MB]

Fusar-Poli, Paolo; Bauer, Michael; Borgwardt, Stefan; Bechdolf, Andreas; Correll, Christoph U.; Do, Kim Q.; Domschke, Katharina; Galderisi, Silvana; Kessing, Lars Vedel; Koutsouleris, Nikolaos; Krebs, Marie-Odile; Lennox, Belinda; McGuire, Philip; Meyer-Lindenberg, Andreas; Millan, Mark J.; Nieman, Dorien; Pfennig, Andrea; Sand, Michael; Whenert, Allan; van Amelsvoort, Therese und Arango, Celso (2019): European college of neuropsychopharmacology network on the prevention of mental disorders and mental health promotion (ECNP PMD-MHP). In: European Neuropsychopharmacology, Bd. 29, Nr. 12: S. 1301-1311

Honnorat, Nicolas; Dong, Aoyan; Meisenzahl-Lechner, Eva; Koutsouleris, Nikolaos und Davatzikos, Christos (2019): Neuroanatomical heterogeneity of schizophrenia revealed by semi-supervised machine learning methods. In: Schizophrenia Research, Bd. 214: S. 43-50

Kambeitz-Ilankovic, Lana; Betz, Linda T.; Dominke, Clara

; Haas, Shalaila S.; Subramaniam, Karuna; Fisher, Melisa; Vinogradov, Sophia; Koutsouleris, Nikolaos und Kambeitz, Joseph (2019): Multi-outcome meta-analysis (MOMA) of cognitive remediation in schizophrenia: Revisiting the relevance of human coaching and elucidating interplay between multiple outcomes. In: Neuroscience and Biobehavioral Reviews, Bd. 107: S. 828-845

Kaiser, Nathalie; Seves, Mauro; Koutsouleris, Nikolaos und Ruhrmann, Stephan (2019): Validierung einer deutschen Version der Resilience Scale for Adults (RSA). In: Diagnostica, Bd. 65, Nr. 4: S. 205-215

Shang, Jing; Fisher, Paul; Baeuml, Josef G.; Daannen, Marcel; Baumann, Nicole; Zimmer, Claus; Bartmann, Peter; Böcker, Henning; Wolke, Dieter; Sorg, Christian; Koutsouleris, Nikolaos und Dwyer, Dominic B. (2019): A machine learning investigation of volumetric and functional MRI abnormalities in adults born preterm. In: Human Brain Mapping, Bd. 40, Nr. 14: S. 4239-4252

Walter, Martin; Alizadeh, Sarah; Jamalabadi, Hamidreza; Lueken, Ulrike; Dannlowski, Udo; Walter, Henrik; Olbrich, Sebastian; Colic, Lejla; Kambeitz, Joseph; Koutsouleris, Nikolaos; Hahn, Tim und Dwyer, Dominic B. (2019): Translational machine learning for psychiatric neuroimaging. In: Progress in Neuro-Psychopharmacology & Biological Psychiatry, Bd. 91: S. 113-121

Brandl, Felix; Avram, Mihai; Weise, Benedikt; Shang, Jing; Simoes, Beatriz; Bertram, Teresa; Ayala, Daniel Hoffmann; Penzel, Nora; Guersel, Deniz A.; Baeuml, Josef; Wohlschlaeger, Afra M.; Vukadinovic, Zoran; Koutsouleris, Nikolaos; Leucht, Stefan und Sorg, Christian (2019): Specific Substantial Dysconnectivity in Schizophrenia: A Transdiagnostic Multimodal Meta-analysis of Resting-State Functional and Structural Magnetic Resonance Imaging Studies. In: Biological Psychiatry, Bd. 85, Nr. 7: S. 573-583

Kamp, Felicia; Proebstl, Lisa; Penzel, Nora; Adorjan, Kristina; Ilankovic, Andrej; Pogarell, Oliver; Koller, Gabi; Soyka, Michael; Falkai, Peter; Koutsouleris, Nikolaos und Kambeitz, Joseph (2019): Effects of sedative drug use on the dopamine system: a systematic review and meta-analysis of in vivo neuroimaging studies. In: Neuropsychopharmacology, Bd. 44, Nr. 4: S. 660-667

Betz, Linda T.; Brambilla, Paolo; Ilankovic, Andrej; Premkumar, Preethi; Kim, Myung-Sun; Raffard, Stephane; Bayard, Sophie; Hori, Hikaru; Lee, Kyoung-Uk; Lee, Seung Jae; Koutsouleris, Nikolaos und Kambeitz, Joseph (2019): Deciphering reward-based decision-making in schizophrenia: A meta-analysis and behavioral modeling of the Iowa Gambling Task. In: Schizophrenia Research, Bd. 204: S. 7-15

Kambeitz-Ilankovic, Lana; Haas, Shalaila S.; Meisenzahl, Eva; Dwyer, Dominic B.; Weiske, Johanna; Peters, Henning; Moeller, Hans-Jürgen; Falkai, Peter und Koutsouleris, Nikolaos (2019): Neurocognitive and neuroanatomical maturation in the clinical high-risk states for psychosis: A pattern recognition study. In: Neuroimage-Clinical, Bd. 21, UNSP 101624

Polner, Bertalan; Faiola, Eliana; Urquijo, Maria F.; Meyhofer, Inga; Steffens, Maria; Ronai, Levente; Koutsouleris, Nikolaos und Ettinger, Ulrich (2019): The network structure of schizotypy in the general population. In: European Archives of Psychiatry and Clinical Neuroscience

Koutsouleris, Nikolaos; Kambeitz-Ilankovic, Lana; Ruhrmann, Stephan; Rosen, Marlene; Ruef, Anne; Dwyer, Dominic B.; Paolini, Marco; Chisholm, Katharine; Kambeitz, Joseph; Haidl, Theresa; Schmidt, Andre; Gillam, John; Schultze-Lutter, Frauke; Falkai, Peter

; Reiser, Maximilian; Riecher-Rossler, Anita; Upthegrove, Rachel; Hietala, Jarmo; Salokangas, Raimo K. R.; Pantelis, Christos; Meisenzahl, Eva; Wood, Stephen J.; Beque, Dirk; Brambilla, Paolo und Borgwardt, Stefan (2018): Prediction Models of Functional Outcomes for Individuals in the Clinical High-Risk State for Psychosis or With Recent-Onset Depression A Multimodal, Multisite Machine Learning Analysis. In: Jama Psychiatry, Bd. 75, Nr. 11: S. 1156-1172

Koutsouleris, Nikolaos; Wobrock, Thomas; Guse, Birgit; Langguth, Berthold; Landgrebe, Michael; Eichhammer, Peter; Frank, Elmar; Cordes, Joachim; Woelwer, Wolfgang; Musso, Francesco; Winterer, Georg; Gäbel, Wolfgang; Hajak, Goeran; Ohmann, Christian; Verde, Pablo E.; Rietschel, Marcella; Ahmed, Raees; Honer, William G.; Dwyer, Dominic; Ghaseminejad, Farhad; Dechent, Peter; Malchow, Berend; Kreuzer, Peter M.; Poeppl, Tim B.; Schneider-Axmann, Thomas; Falkai, Peter

und Hasan, Alkomiet (2018): Predicting Response to Repetitive Transcranial Magnetic Stimulation in Patients With Schizophrenia Using Structural Magnetic Resonance Imaging: A Multisite Machine Learning Analysis. In: Schizophrenia Bulletin, Bd. 44, Nr. 5: S. 1021-1034

Dwyer, Dominic B.; Cabral, Carlos; Kambeitz-Ilankovic, Lana; Sanfelici, Rachele; Kambeitz, Joseph; Calhoun, Vince; Falkai, Peter

; Pantelis, Christos; Meisenzahl, Eva und Koutsouleris, Nikolaos (2018): Brain Subtyping Enhances The Neuroanatomical Discrimination of Schizophrenia. In: Schizophrenia Bulletin, Bd. 44, Nr. 5: S. 1060-1069

Shang, Jing; Baeuml, Josef G.; Koutsouleris, Nikolaos; Daamen, Marcel; Baumann, Nicole; Zimmer, Claus; Bartmann, Peter; Böcker, Henning; Wolke, Dieter und Sorg, Christian (2018): Decreased BOLD fluctuations in lateral temporal cortices of premature born adults. In: Human Brain Mapping, Bd. 39, Nr. 12: S. 4903-4912

Rozycki, Martin; Satterthwaite, Theodore D.; Koutsouleris, Nikolaos; Erus, Guray; Doshi, Jimit; Wolf, Daniel H.; Fan, Yong; Gur, Raquel E.; Gur, Ruben C.; Meisenzahl, Eva M.; Zhuo, Chuanjun; Ying, Hong; Yan, Hao; Yue, Weihua; Zhang, Dai und Davatzikos, Christos (2018): Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals. In: Schizophrenia Bulletin, Bd. 44, Nr. 5: S. 1035-1044

Chekroud, Adam M.; Foster, David; Zheutlin, Amanda B.; Gerhard, Danielle M.; Roy, Brita; Koutsouleris, Nikolaos; Chandra, Abhishek; Esposti, Michelle Degli; Subramanyan, Girish; Gueorguieva, Ralitza; Paulus, Martin und Krystal, John H. (2018): Predicting Barriers to Treatment for Depression in a US National Sample: A Cross-Sectional, Proof-of-Concept Study. In: Psychiatric Services, Bd. 69, Nr. 8: S. 927-934

Kambeitz, Joseph; Cabral, Carlos; Sacchet, Matthew D.; Gotlib, Ian H.; Zahn, Roland; Serpa, Mauricio H.; Walter, Martin; Falkai, Peter

und Koutsouleris, Nikolaos (2017): Detecting Neuroimaging Biomarkers for Depression: A Meta-analysis of Multivariate Pattern Recognition Studies. In: Biological Psychiatry, Bd. 82, Nr. 5: S. 330-338

Kalman, Janos; Budde, Monika; Dwyer, Dominic; Papiol, Sergi; Anderson-Schmidt, Heike; Gade, Katrin; Heilbronner, Urs; Andlauer, Till F. M.; Reininghaus, Eva; Falkai, Peter

; Schulze, Thomas und Koutsouleris, Nikolaos (2017): Using Machine Learning To Build Individualized Prediction Models Of Future Quality Of Life In Psychosis Patients. In: European Neuropsychopharmacology, Bd. 27: S464-S464

Reniers, Renate L. E. P.; Lin, Ashleigh; Yung, Alison R.; Koutsouleris, Nikolaos; Nelson, Barnaby; Cropley, Vanessa L.; Velakoulis, Dennis; McGorry, Patrick D.; Pantelis, Christos und Wood, Stephen J. (2017): Neuroanatomical Predictors of Functional Outcome in Individuals at Ultra-High Risk for Psychosis. In: Schizophrenia Bulletin, Bd. 43, Nr. 2: S. 449-458

Koutsouleris, Nikolaos und Falkai, Peter

(2017): Using machine learning to predict outcomes in psychosis. In: Schizophrenia Bulletin, Bd. 43: S88-S88

Gifford, George; Crossley, Nicolas; Fusar-Poli, Paolo; Schnack, Hugo G.; Kahn, René S.; Koutsouleris, Nikolaos; Cannon, Tyrone D. und McGuire, Philip (2017): Using neuroimaging to help predict the onset of psychosis. In: Neuroimage, Bd. 145: S. 209-217

Koutsouleris, Nikolaos; Kahn, René S.; Chekroud, Adam M.; Leucht, Stefan; Falkai, Peter

; Wobrock, Thomas; Derks, Eske M.; Fleischhacker, Wolfgang W. und Hasan, Alkomiet (2016): Multisite prediction of 4-week and 52-week treatment outcomes in patients with first-episode psychosis: a machine learning approach. In: Lancet Psychiatry, Bd. 3, Nr. 10: S. 935-946

Kambeitz-Ilankovic, Lana; Meisenzahl, Eva M.; Cabral, Carlos; Saldern, Sebastian von; Kambeitz, Joseph; Falkai, Peter

; Möller, Hans-Jürgen; Reiser, Maximilian und Koutsouleris, Nikolaos (2016): Prediction of outcome in the psychosis prodrome using neuroanatomical pattern classification. In: Schizophrenia Research, Bd. 173, Nr. 3: S. 159-165

Kambeitz, Joseph; Kambeitz-Ilankovic, Lana; Cabral, Carlos; Dwyer, Dominic B.; Calhoun, Vince D.; Heuvel, Martijn P. van den; Falkai, Peter

; Koutsouleris, Nikolaos und Malchow, Berend (2016): Aberrant Functional Whole-Brain Network Architecture in Patients With Schizophrenia: A Meta-analysis. In: Schizophrenia Bulletin, Bd. 42: S13-S21

Cabral, Carlos; Kambeitz-Ilankovic, Lana; Kambeitz, Joseph; Calhoun, Vince D.; Dwyer, Dominic B.; Saldern, Sebastian von; Urquijo, Maria F.; Falkai, Peter

und Koutsouleris, Nikolaos (2016): Classifying Schizophrenia Using Multimodal Multivariate Pattern Recognition Analysis: Evaluating the Impact of Individual Clinical Profiles on the Neurodiagnostic Performance. In: Schizophrenia Bulletin, Bd. 42: S110-S117

Schmitt, Andrea; Rujescu, Dan; Gawlik, Micha; Hasan, Alkomiet; Hashimoto, Kenji; Iceta, Sylvain; Jarema, Marek; Kambeitz, Joseph; Kasper, Siegfried; Keeser, Daniel; Kornhuber, Johannes; Koutsouleris, Nikolaos; Lanzenberger, Rupert; Malchow, Berend; Saoud, Mohamed; Spies, Marie; Stoeber, Gerald; Thibaut, Florence; Riederer, Peter und Falkai, Peter

(2016): Consensus paper of the WFSBP Task Force on Biological Markers: Criteria for biomarkers and endophenotypes of schizophrenia part II: Cognition, neuroimaging and genetics. In: World Journal of Biological Psychiatry, Bd. 17, Nr. 6: S. 406-428

Palm, Ulrich; Segmiller, Felix M.; Epple, Ann Natascha; Freisleder, Franz-Joseph; Koutsouleris, Nikolaos; Schulte-Körne, Gerd und Padberg, Frank (2016): Transcranial direct current stimulation in children and adolescents: a comprehensive review. In: Journal of Neural Transmission, Bd. 123, Nr. 10: S. 1219-1234

Bendfeldt, Kerstin; Smieskova, Renata; Koutsouleris, Nikolaos; Klöppel, Stefan; Schmidt, André; Walter, Anna; Harrisberger, Fabienne; Wrege, Johannes; Simon, Andor; Taschler, Bernd; Nichols, Thomas; Riecher-Rössler, Anita; Lang, Undine E.; Radue, Ernst-Wilhelm und Borgwardt, Stefan (2015): Classifying individuals at high-risk for psychosis based on functional brain activity during working memory processing. In: Neuroimage-Clinical, Bd. 9: S. 555-563 [PDF, 762kB]

Mühlau, Mark; Winkelmann, Juliane; Rujescu, Dan; Giegling, Ina; Koutsouleris, Nikolaos; Gaser, Christian; Arsic, Milan; Weindl, Adolph; Reiser, Maximilian und Meisenzahl, Eva M. (2012): Variation within the Huntington's disease gene influences normal brain structure.
In: PLOS ONE 7(1), e29809 [PDF, 516kB]

Buchbeitrag

Dwyer, Dominic B.; Falkai, Peter

und Koutsouleris, Nikolaos (2018): Machine Learning Approaches for Clinical Psychology and Psychiatry. In: Annual Reviews. S. 91-118

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